Agent Architecture

Nimbus operates as a network of specialized agents that collaborate to transform ideas into working systems.

Agent Types

Reasoning Agents

Analyze problems, evaluate feasibility, and propose strategic approaches. These agents think critically about requirements and constraints.

Planning Agents

Design system architecture, select technologies, and create implementation plans. These agents structure how ideas become code.

Builder Agents

Write code, create interfaces, and assemble working systems. These agents execute the materialization process.

Validation Agents

Test functionality, review code quality, and ensure systems meet success criteria. These agents maintain standards.

Evolution Agents

Monitor deployed systems, identify improvement opportunities, and coordinate iterations. These agents ensure ongoing refinement.

Collaboration Model

Agents do not work in isolation. They communicate through a shared memory system, coordinate through task orchestration, and validate each other's outputs. This collaboration model enables complex projects to progress systematically.

The system automatically selects appropriate agents based on project requirements. Simple ideas may involve only a few agents. Complex systems may engage the entire network.

Internal Agents

Beyond project-facing agents, Nimbus includes internal agents that maintain the system itself. These meta-agents handle documentation, monitoring, optimization, and continuous improvement of the materialization process.

Elin: The Coordinator

Elin is the conversational interface to the agent network. She coordinates intake, manages visitor communication, and ensures ideas are properly structured before entering the materialization pipeline. Elin is not a project agent—she is the gateway.